TÜRKÇE
ENGLISH
Information
| Code | ELK123 |
| Name | Effective Use of Artificial Intelligence Tools |
| Term | 2024-2025 Academic Year |
| Semester | 1. Semester |
| Duration (T+A) | 2-0 (T-A) (17 Week) |
| ECTS | 3 ECTS |
| National Credit | 2 National Credit |
| Teaching Language | Türkçe |
| Level | Ön Lisans Dersi |
| Type | Normal |
| Label | GC General Culture Courses E Elective |
| Mode of study | Yüz Yüze Öğretim |
| Catalog Information Coordinator | Öğr. Gör.Dr. ALİ KEMAL UĞUR |
| Course Instructor |
Öğr. Gör.Dr. ALİ KEMAL UĞUR
(A Group)
(Ins. in Charge)
|
Course Goal / Objective
The aim of the course is to provide students with an understanding of artificial intelligence technologies, how to use these technologies effectively in various applications, and awareness of ethical and security issues that may be encountered in this process.
Course Content
Artificial Intelligence Introduction and Basic Concepts, Prompt Engineering, Prompt Patterns, Artificial Intelligence Tools and Platforms, Data Science and Data Analysis, Ethics and Security.
Course Precondition
None
Resources
1) Altınbaş, Ş. (2023). ChatGPT The Magic of Digital Language - Theory and Application. Istanbul, Kodlab Publishing House. 2) Bentley, Peter J. (2022). Artificial Intelligence and Robotics: A Short Journey in the Strange World of Technology. (Trans. Ed. [Emre Can Ercan). Istanbul, Kronik Publishing House.
Notes
BTK Academy. Training Name: Introduction to Artificial Intelligence. https://www.btkakademi.gov.tr/
Course Learning Outcomes
| Order | Course Learning Outcomes |
|---|---|
| LO01 | Explains the basic concepts, history and development process of artificial intelligence. |
| LO02 | Explains the differences between narrow AI, general AI, and super AI. |
| LO03 | It creates effective and accurate prompts for artificial intelligence models. |
| LO04 | Performs text analysis using natural language processing techniques and tools. |
| LO05 | Effectively implements data collection, cleaning and preparation processes. |
| LO06 | Realizes projects by installing and using popular artificial intelligence tools and platforms. |
| LO07 | Identifies ethical and security issues that may be encountered in artificial intelligence applications. |
| LO08 | Makes conscious and responsible decisions on ethical and security issues. |
Relation with Program Learning Outcome
| Order | Type | Program Learning Outcomes | Level |
|---|---|---|---|
| PLO01 | Bilgi - Kuramsal, Olgusal | Explains basic theoretical information about mathematics, science and electricity. | |
| PLO02 | Bilgi - Kuramsal, Olgusal | Explains the basic principles of occupational safety, occupational health, occupational accidents, environmental protection and quality processes. | |
| PLO03 | Bilgi - Kuramsal, Olgusal | Explains the operation of basic analog and digital electronic circuits. | |
| PLO04 | Bilgi - Kuramsal, Olgusal | Defines low and high voltage electrical switchgear elements and explains their features. | |
| PLO05 | Bilgi - Kuramsal, Olgusal | Defines the basic concepts and elements of control systems, explains their functions and applies simple circuits. | |
| PLO06 | Bilgi - Kuramsal, Olgusal | Explain the basic concepts of generation, transmission and distribution of electrical energy. | |
| PLO07 | Beceriler - Bilişsel, Uygulamalı | Researches, evaluates and implements current developments and practices related to his/her profession using appropriate technologies. | 5 |
| PLO08 | Beceriler - Bilişsel, Uygulamalı | Selects and uses information technologies (software, programs, animations, etc.) related to his/her profession and effectively evaluates them in applications. | 5 |
| PLO09 | Beceriler - Bilişsel, Uygulamalı | Draws and interprets electrical installation projects using computer-aided programs. | |
| PLO10 | Beceriler - Bilişsel, Uygulamalı | Performs installation of electrical machines and implements maintenance processes. | |
| PLO11 | Beceriler - Bilişsel, Uygulamalı | Detects faults in energy panels and applies appropriate repair techniques. | |
| PLO12 | Beceriler - Bilişsel, Uygulamalı | Designs and implements basic automation systems using programmable control devices. | |
| PLO13 | Beceriler - Bilişsel, Uygulamalı | Makes accurate and reliable measurements using electrical measuring devices. | |
| PLO14 | Beceriler - Bilişsel, Uygulamalı | Analyze electrical circuits and apply appropriate analysis methods. | |
| PLO15 | Yetkinlikler - İletişim ve Sosyal Yetkinlik | Presents knowledge and skills in a clear, understandable and effective manner both verbally and in writing. | 3 |
| PLO16 | Yetkinlikler - Öğrenme Yetkinliği | Acts consciously about career management and lifelong learning and evaluates development opportunities. | 5 |
| PLO17 | Yetkinlikler - İletişim ve Sosyal Yetkinlik | While performing his/her profession, he/she acts in accordance with historical, social, scientific, cultural and ethical values. | 4 |
| PLO18 | Yetkinlikler - İletişim ve Sosyal Yetkinlik | He/she follows the developments in his/her field using a foreign language and communicates effectively with his/her colleagues. |
Week Plan
| Week | Topic | Preparation | Methods |
|---|---|---|---|
| 1 | Introduction and Basic Concepts | Examining the course information package | Öğretim Yöntemleri: Anlatım, Soru-Cevap |
| 2 | Types of Artificial Intelligence | Review of previous topics and review of reference books | Öğretim Yöntemleri: Anlatım, Soru-Cevap |
| 3 | Machine Learning | Review of previous topics and review of reference books | Öğretim Yöntemleri: Anlatım, Soru-Cevap |
| 4 | Prompt Engineering Techniques 1 | Review of previous topics and review of reference books | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Gösterip Yaptırma |
| 5 | Prompt Engineering Techniques 2 | Review of previous topics and review of reference books | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Gösterip Yaptırma |
| 6 | Data Collection and Preparation | Review of previous topics and review of reference books | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Gösterip Yaptırma |
| 7 | Data Cleansing Techniques | Review of previous topics and review of reference books | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Gösterip Yaptırma |
| 8 | Mid-Term Exam | Ölçme Yöntemleri: Yazılı Sınav |
|
| 9 | Artificial Intelligence Tools 1 | Review of previous topics and review of reference books | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Gösterip Yaptırma |
| 10 | Artificial Intelligence Tools 2 | Review of previous topics and review of reference books | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Gösterip Yaptırma |
| 11 | Artificial Intelligence Tools 3 | Review of previous topics and review of reference books | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Gösterip Yaptırma |
| 12 | Project Creation and Planning with Artificial Intelligence 1 | Review of previous topics and review of reference books | Öğretim Yöntemleri: Anlatım, Grup Çalışması, Beyin Fırtınası |
| 13 | Project Creation and Planning with Artificial Intelligence 2 | Review of previous topics and review of reference books | Öğretim Yöntemleri: Anlatım, Grup Çalışması, Proje Temelli Öğrenme |
| 14 | Project Creation and Planning with Artificial Intelligence 3 | Review of previous topics and review of reference books | Öğretim Yöntemleri: Anlatım, Grup Çalışması, Proje Temelli Öğrenme |
| 15 | Ethics and Security in Artificial Intelligence | Review of previous topics and review of reference books | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Tartışma |
| 16 | Term Exams | Ölçme Yöntemleri: Yazılı Sınav |
|
| 17 | Term Exams | Ölçme Yöntemleri: Yazılı Sınav |
Student Workload - ECTS
| Works | Number | Time (Hour) | Workload (Hour) |
|---|---|---|---|
| Course Related Works | |||
| Class Time (Exam weeks are excluded) | 14 | 2 | 28 |
| Out of Class Study (Preliminary Work, Practice) | 14 | 2 | 28 |
| Assesment Related Works | |||
| Homeworks, Projects, Others | 0 | 0 | 0 |
| Mid-term Exams (Written, Oral, etc.) | 1 | 6 | 6 |
| Final Exam | 1 | 16 | 16 |
| Total Workload (Hour) | 78 | ||
| Total Workload / 25 (h) | 3,12 | ||
| ECTS | 3 ECTS | ||